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Invariant Information Clustering for Unsupervised Image Classification
  and Segmentation
v1v2v3v4 (latest)

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

IEEE International Conference on Computer Vision (ICCV), 2018
17 July 2018
Xu Ji
João F. Henriques
Andrea Vedaldi
    SSLVLM
ArXiv (abs)PDFHTMLGithub (881★)

Papers citing "Invariant Information Clustering for Unsupervised Image Classification and Segmentation"

50 / 514 papers shown
A Lightweight Clustering Framework for Unsupervised Semantic
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A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
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Xi Chen
Lihe Yang
Hengshuang Zhao
330
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0
30 Nov 2023
No Representation Rules Them All in Category Discovery
No Representation Rules Them All in Category DiscoveryNeural Information Processing Systems (NeurIPS), 2023
S. Vaze
Andrea Vedaldi
Andrew Zisserman
OOD
254
55
0
28 Nov 2023
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model
Source-Free Domain Adaptation with Frozen Multimodal Foundation ModelComputer Vision and Pattern Recognition (CVPR), 2023
Song Tang
Wenxin Su
Mao Ye
Xiatian Zhu
VLM
433
62
0
27 Nov 2023
ConstraintMatch for Semi-constrained Clustering
ConstraintMatch for Semi-constrained ClusteringIEEE International Joint Conference on Neural Network (IJCNN), 2023
Jann Goschenhofer
B. Bischl
Z. Kira
144
2
0
26 Nov 2023
Understanding Self-Supervised Features for Learning Unsupervised
  Instance Segmentation
Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation
Paul Engstler
Luke Melas-Kyriazi
Christian Rupprecht
Iro Laina
SSL
213
7
0
24 Nov 2023
Stable Cluster Discrimination for Deep Clustering
Stable Cluster Discrimination for Deep ClusteringIEEE International Conference on Computer Vision (ICCV), 2023
Qi Qian
OOD
239
36
0
24 Nov 2023
ActiveDC: Distribution Calibration for Active Finetuning
ActiveDC: Distribution Calibration for Active FinetuningComputer Vision and Pattern Recognition (CVPR), 2023
Wenshuai Xu
Zhenhui Hu
Yu Lu
Jinzhou Meng
Qingjie Liu
Yunhong Wang
318
3
0
13 Nov 2023
Unsupervised and semi-supervised co-salient object detection via
  segmentation frequency statistics
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statisticsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Souradeep Chakraborty
Shujon Naha
M. Bastan
Amit Kumar K C
Dimitris Samaras
259
9
0
11 Nov 2023
U3DS$^3$: Unsupervised 3D Semantic Scene Segmentation
U3DS3^33: Unsupervised 3D Semantic Scene SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Jiaxu Liu
Zhengdi Yu
T. Breckon
Hubert P. H. Shum
3DPC
241
16
0
10 Nov 2023
Contrastive Multi-Level Graph Neural Networks for Session-based
  Recommendation
Contrastive Multi-Level Graph Neural Networks for Session-based RecommendationIEEE transactions on multimedia (IEEE TMM), 2023
F. Wang
Xingyu Gao
Zhenyu Chen
Lei Lyu
152
19
0
06 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts
Isaac Wasserman
Jeova Farias Sales Rocha Neto
GNN
365
0
0
01 Nov 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation
Jiatai Wang
Zhiwei Xu
Xin Wang
Tao Li
239
1
0
29 Oct 2023
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering
  in The Wild
Hierarchical Mutual Information Analysis: Towards Multi-view Clustering in The Wild
Jiatai Wang
Zhiwei Xu
Xuewen Yang
Xin Wang
150
0
0
28 Oct 2023
Image Clustering Conditioned on Text Criteria
Image Clustering Conditioned on Text CriteriaInternational Conference on Learning Representations (ICLR), 2023
Sehyun Kwon
Jaeseung Park
Minkyu Kim
Jaewoong Cho
Ernest K. Ryu
Kangwook Lee
VLM
421
21
0
27 Oct 2023
SmooSeg: Smoothness Prior for Unsupervised Semantic Segmentation
SmooSeg: Smoothness Prior for Unsupervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023
Mengcheng Lan
Xinjiang Wang
Yiping Ke
Jiaxing Xu
Xue Jiang
Wayne Zhang
239
19
0
27 Oct 2023
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Grid Jigsaw Representation with CLIP: A New Perspective on Image Clustering
Zijie Song
Zhenzhen Hu
Richang Hong
SSL
415
0
0
27 Oct 2023
Pixel-Level Clustering Network for Unsupervised Image Segmentation
Pixel-Level Clustering Network for Unsupervised Image SegmentationEngineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Cuong Manh Hoang
Byeongkeun Kang
SSeg
252
27
0
24 Oct 2023
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A
  Survey
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
Oriane Siméoni
Éloi Zablocki
Spyros Gidaris
Gilles Puy
Patrick Pérez
329
17
0
19 Oct 2023
FUSC: Fetal Ultrasound Semantic Clustering of Second Trimester Scans
  Using Deep Self-supervised Learning
FUSC: Fetal Ultrasound Semantic Clustering of Second Trimester Scans Using Deep Self-supervised LearningUltrasound in Medicine and Biology (UMB), 2023
Hussain Alasmawi
Leanne Bricker
Mohammad Yaqub
202
4
0
19 Oct 2023
ClusT3: Information Invariant Test-Time Training
ClusT3: Information Invariant Test-Time TrainingIEEE International Conference on Computer Vision (ICCV), 2023
G. A. V. Hakim
David Osowiechi
Mehrdad Noori
Milad Cheraghalikhani
Ismail Ben Ayed
Christian Desrosiers
TTAOOD
252
24
0
18 Oct 2023
Image Clustering with External Guidance
Image Clustering with External GuidanceInternational Conference on Machine Learning (ICML), 2023
Yunfan Li
Peng Hu
Dezhong Peng
Jiancheng Lv
Jianping Fan
Xi Peng
318
23
0
18 Oct 2023
Causal Unsupervised Semantic Segmentation
Causal Unsupervised Semantic SegmentationPattern Recognition (Pattern Recogn.), 2023
Junho Kim
Byung-Kwan Lee
Yonghyun Ro
282
20
0
11 Oct 2023
Ablation Study to Clarify the Mechanism of Object Segmentation in
  Multi-Object Representation Learning
Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation LearningInternational Conference on Development and Learning (ICDL), 2023
Takayuki Komatsu
Yoshiyuki Ohmura
Yasuo Kuniyoshi
OCL
166
1
0
05 Oct 2023
Self-Supervised Open-Ended Classification with Small Visual Language
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Self-Supervised Open-Ended Classification with Small Visual Language Models
Mohammad Mahdi Derakhshani
Ivona Najdenkoska
Cees G. M. Snoek
M. Worring
Yuki M. Asano
VLM
424
0
0
30 Sep 2023
Voting Network for Contour Levee Farmland Segmentation and
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Voting Network for Contour Levee Farmland Segmentation and Classification
Abolfazl Meyarian
Xiaohui Yuan
147
0
0
28 Sep 2023
Factorized Diffusion Architectures for Unsupervised Image Generation and
  Segmentation
Factorized Diffusion Architectures for Unsupervised Image Generation and SegmentationNeural Information Processing Systems (NeurIPS), 2023
Xin Yuan
Michael Maire
DiffM
321
4
0
27 Sep 2023
Unsupervised Semantic Segmentation Through Depth-Guided Feature
  Correlation and Sampling
Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and SamplingComputer Vision and Pattern Recognition (CVPR), 2023
Leon Sick
Dominik Engel
Pedro Hermosilla
Timo Ropinski
255
19
0
21 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering
Redundancy-Free Self-Supervised Relational Learning for Graph ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Si-Yu Yi
Wei Ju
Yifang Qin
Xiao Luo
Luchen Liu
Yong-Dao Zhou
Ming Zhang
293
35
0
09 Sep 2023
Generalised Mutual Information: a Framework for Discriminative
  Clustering
Generalised Mutual Information: a Framework for Discriminative Clustering
Louis Ohl
Pierre-Alexandre Mattei
C. Bouveyron
Warith Harchaoui
Mickael Leclercq
Arnaud Droit
F. Precioso
168
3
0
06 Sep 2023
Self-supervised Semantic Segmentation: Consistency over Transformation
Self-supervised Semantic Segmentation: Consistency over Transformation
Sanaz Karimijafarbigloo
Reza Azad
Amirhossein Kazerouni
Yury Velichko
Ulas Bagci
Dorit Merhof
285
6
0
31 Aug 2023
WSAM: Visual Explanations from Style Augmentation as Adversarial
  Attacker and Their Influence in Image Classification
WSAM: Visual Explanations from Style Augmentation as Adversarial Attacker and Their Influence in Image ClassificationVISIGRAPP (VISIGRAPP), 2023
Felipe Moreno-Vera
E. Medina
Jorge Poco
150
3
0
29 Aug 2023
Self-Supervised Representation Learning with Cross-Context Learning
  between Global and Hypercolumn Features
Self-Supervised Representation Learning with Cross-Context Learning between Global and Hypercolumn FeaturesIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Zheng Gao
Chen Feng
Ioannis Patras
SSL
242
6
0
25 Aug 2023
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using
  Stable Diffusion
Diffuse, Attend, and Segment: Unsupervised Zero-Shot Segmentation using Stable DiffusionComputer Vision and Pattern Recognition (CVPR), 2023
Junjiao Tian
Lavisha Aggarwal
Andrea Colaco
Z. Kira
Mar González-Franco
DiffM
397
129
0
23 Aug 2023
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR
  Segmentation with Traffic Applications
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications
Xiao Li
Pan He
Aotian Wu
Sanjay Ranka
Anand Rangarajan
3DPC
138
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23 Aug 2023
Time Does Tell: Self-Supervised Time-Tuning of Dense Image
  Representations
Time Does Tell: Self-Supervised Time-Tuning of Dense Image RepresentationsIEEE International Conference on Computer Vision (ICCV), 2023
Mohammadreza Salehi
E. Gavves
Cees G. M. Snoek
Yuki M. Asano
VOS
239
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22 Aug 2023
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and
  Bootstrapped Self-training
LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-trainingBritish Machine Vision Conference (BMVC), 2023
Silky Singh
Shripad Deshmukh
Mausoom Sarkar
Balaji Krishnamurthy
360
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22 Aug 2023
Clustering of illustrations by atmosphere using a combination of
  supervised and unsupervised learning
Clustering of illustrations by atmosphere using a combination of supervised and unsupervised learning
Keisuke Kubota
M. Okuda
75
0
0
27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis
Clustering based Point Cloud Representation Learning for 3D AnalysisIEEE International Conference on Computer Vision (ICCV), 2023
Tuo Feng
Wenguan Wang
Xiaohan Wang
Yi Yang
Qinghua Zheng
3DPC
266
45
0
27 Jul 2023
Self-supervised Few-shot Learning for Semantic Segmentation: An
  Annotation-free Approach
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach
Sanaz Karimijafarbigloo
Reza Azad
Dorit Merhof
231
13
0
26 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation
Optical Flow boosts Unsupervised Localization and SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023
Xinyu Zhang
Abdeslam Boularias
244
8
0
25 Jul 2023
UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly
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UniFormaly: Towards Task-Agnostic Unified Framework for Visual Anomaly DetectionPattern Recognition (Pattern Recogn.), 2023
Yujin Lee
Harin Lim
Seoyoon Jang
H. Yoon
242
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24 Jul 2023
Morphology-inspired Unsupervised Gland Segmentation via Selective
  Semantic Grouping
Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic GroupingInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Qixiang Zhang
Yi Li
Cheng Xue
Xuelong Li
MedIm
178
2
0
22 Jul 2023
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank
  Representation
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank RepresentationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Tong Wu
279
3
0
18 Jul 2023
Learning from Pseudo-labeled Segmentation for Multi-Class Object
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Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting
Aoxiang Fan
Hieu M. Le
Dimitris Samaras
175
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FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for
  Curvilinear Object Segmentation
FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object SegmentationIEEE International Conference on Computer Vision (ICCV), 2023
Tianyi Shi
Xiao-Hua Ding
Li Zhang
Xin Yang
299
9
0
14 Jul 2023
"Is a picture of a bird a bird": Policy recommendations for dealing with
  ambiguity in machine vision models
"Is a picture of a bird a bird": Policy recommendations for dealing with ambiguity in machine vision models
Alicia Parrish
Sarah Laszlo
Lora Aroyo
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129
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A Sparse Graph Formulation for Efficient Spectral Image Segmentation
A Sparse Graph Formulation for Efficient Spectral Image SegmentationInternational Conference on Information Photonics (ICIP), 2023
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398
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Multi-View Class Incremental Learning
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Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot,
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Zhiwen Fan
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347
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Contrastive Representation Disentanglement for Clustering
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